JOURNAL ARTICLE

Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization

Francisco DaunasIñaki EsnaolaSamir M. PerlazaH. Vincent Poor

Year: 2025 Journal:   IEEE Transactions on Information Theory Vol: 71 (8)Pages: 6198-6226   Publisher: Institute of Electrical and Electronics Engineers
Keywords:
Asymmetry Minification Entropy (arrow of time) Mathematics Kullback–Leibler divergence Regularization (linguistics) Statistical physics Econometrics Statistics Mathematical optimization Computer science Physics Artificial intelligence Thermodynamics

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Topics

Risk and Portfolio Optimization
Social Sciences →  Decision Sciences →  Management Science and Operations Research

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